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eaa7e0789bd3b8800de494cc17103ee16d79a4c3
seed-mcp/corpus/bayer_seeds/channel-214-78r.json
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justin eaa7e0789b bayer_seeds: add Channel + DEKALB silage/sorghum/canola + Deltapine cotton 
User flagged that Channel is expanding into their area — re-walked
the cropscience.bayer.us sitemap and found 8 additional brand×crop
paths beyond the original DEKALB/Asgrow/WestBred triple. Patches
the scraper to walk all of them; total Bayer varieties roughly
doubles from 475 to 931 and the corpus picks up first-ever
coverage in sorghum (36), cotton (30), canola (6), and silage as a
distinct crop (was conflated with corn before).

Net new varieties: 456
  Channel    corn=181  soy=67   silage=54  sorghum=18    (320)
  DEKALB     silage=82 sorghum=18  canola=6              (106)
  Deltapine  cotton=30                                    (30)

scrape/sources/bayer_seeds.py
- Replace `BRANDS` (brand → 1 path) and `CROP_SUFFIX` (brand → 1
  suffix) with a flatter `BRAND_PATHS` list of (brand, url_path,
  crop, is_primary_for_brand) entries. Channel and DEKALB are now
  multi-crop brands; the same scraper walks every brand×crop pair.
- source_key derivation: for a brand's PRIMARY crop, strip the
  trailing `-<crop>` suffix (matches the existing deployed source
  keys for DEKALB corn / Asgrow soy / WestBred wheat). For
  SECONDARY crops, KEEP the suffix so DEKALB-the-same-SKU sold as
  both grain corn and silage gets two distinct source_keys
  (collision-safe and unambiguous for `lookup_variety`).
- New `--crop` CLI filter for incremental backfills.
- Log line shows brand + crop alongside source_key for visibility.

rag/chunk.py
- Channel + Deltapine pages use slightly different characteristics
  group labels (DISEASE not DISEASE RATINGS, AGRONOMIC
  CHARACTERISTICS not GROWTH/HARVEST, plus MATURITY / ADAPTATION /
  HERBICIDES / OTHER). Fold them into the DISEASE / AGRONOMIC /
  MANAGEMENT label sets so the chunker buckets them correctly
  into the standard sections.

Smoke-tested cross-brand × cross-crop queries against the rebuilt
index (5,529 chunks total) — all 6 sample queries surface the
right brand+crop at top-3:
  Channel corn 110 RM       → 210-25TRE BRAND
  Channel soy 2.5 MG IA     → 2622RXF BRAND
  Deltapine cotton XF       → DP 1820 B3XF BRAND
  Sorghum dryland Kansas    → 6B95 BRAND (Channel)
  Silage corn WI dairy      → DKC64-44RIB BRAND BLEND (silage variant)
  Canola Northern Plains    → DK401TL BRAND

Watchtower will pull the new image on the next push; deploy is
unchanged otherwise.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 11:54:30 -04:00

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{
"source": "bayer_seeds",
"source_key": "channel-214-78r",
"vendor": "Bayer",
"brand": "CHANNEL",
"product_name": "214-78R BRAND",
"product_id": "CORN_214-78R BRAND_CHANNEL_US",
"hybrid_prefix": "214-78R",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2025,
"relative_maturity": "114",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"RR2"
],
"trait_descriptions": [
"Roundup Ready® Corn 2"
],
"positioning_statement": null,
"strengths": [
"Excellent yield performance potential across yield environments",
"Broadly adapted west to east in the 115 RM zone",
"Great emergence and drought tolerance",
"Good ear flex allows product to perform at lower planting populations"
],
"characteristics_groups": [
{
"label": "MATURITY",
"type": "maturity",
"items": [
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2830"
},
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1390"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "114"
}
]
},
{
"label": "AGRONOMIC CHARACTERISTICS",
"type": "agronomic characteristics",
"items": [
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "EAR FLEX (GRAIN YIELD PER PLANT)",
"value": "SD"
},
{
"characteristic": "EAR HEIGHT",
"value": "MH"
},
{
"characteristic": "GREENSNAP",
"value": "4"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "PLANT HEIGHT",
"value": "MT"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "SEEDLING VIGOR",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "4"
},
{
"characteristic": "TEST WEIGHT",
"value": "3"
}
]
},
{
"label": "DISEASE",
"type": "disease",
"items": [
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "4"
},
{
"characteristic": "GOSS'S WILT",
"value": "5"
},
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT R1",
"value": "4"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "3"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
}
]
},
{
"label": "ADAPTATION",
"type": "adaptation",
"items": [
{
"characteristic": "FOCUS AREA",
"value": "W,C,E"
}
]
},
{
"label": "HERBICIDES",
"type": "herbicides",
"items": [
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "A"
},
{
"characteristic": "PIGMENT INHIBITORS SENSITIVITY",
"value": "A"
},
{
"characteristic": "SULFONYLUREAS SENSITIVITY",
"value": "A"
}
]
},
{
"label": "OTHER",
"type": "other",
"items": [
{
"characteristic": "FUSARIUM EAR ROT",
"value": "Average"
},
{
"characteristic": "DIPLODIA EAR ROT",
"value": "Average"
},
{
"characteristic": "KERNEL ROW",
"value": "18"
},
{
"characteristic": "EMERGENCE",
"value": "2"
},
{
"characteristic": "TRAIT",
"value": "RR2"
},
{
"characteristic": "VARIETY",
"value": "01091514"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NFF_1"
},
{
"product_list_name": "2024-2025 East Central NE Corn Grain Product List",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NLH_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N8D_1"
},
{
"product_list_name": "2024-2025 East Central NE Corn Grain Product List",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NLA_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_L8B_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NFA_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N1Z_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_L8H_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N8A_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_L8N_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N2C_1"
},
{
"product_list_name": "2024-2025 East Central NE Corn Grain Product List",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NLC_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N2F_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NDA_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NDL_1"
},
{
"product_list_name": "Lauren Botine's Product List 2025 ",
"agronomist": "Lauren Botine",
"agronomist_email": "lauren.botine@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_NDF_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "CORN_214-78R BRAND_CHANNEL_US_2025_N1W_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/channel-seed-bag-field-corn",
"source_urls": [
"https://www.cropscience.bayer.us/corn/channel/channel-214-78r-corn"
],
"sitemap_last_modified": "2026-05-12T14:43:26.158Z",
"fetched_at": "2026-05-26T15:44:06.756348+00:00",
"scraper_version": "0.1.0"
}
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